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ResearchFormerly WizWand

Sleep Staging on MASS SS3 Complete

85.2Macro F1DeepSleepNet
69.80873.80477.881.796Oct 31, 2019
Updated 8mo ago

Evaluation results

MethodLinks
DeepSleepNetImplementation Source=Ours2019.1085.2
SimpleSleepNetImplementation Source=Ours2019.1084.7
SeqSleepNetImplementation Source=Original paper reported, Dataset Version=Complete MASS dataset2019.1083.3
SeqSleepNetImplementation Source=Ours2019.1083.2
Mixed Neural NetworkImplementation Source=Ours, Input Signals=F4-EOG2019.1083.2
DeepSleepNetImplementation Source=Original paper reported2019.1081.7
Mixed Neural NetworkImplementation Source=Original paper reported2019.1080.5
Chambon et Al.Implementation Source=Ours2019.1079
Tsinalis et Al.Implementation Source=Ours2019.1077.1
Chambon et Al.Implementation Source=Original paper reported2019.1076.7
Tsinalis et Al.Implementation Source=Original paper reported, Dataset Version=Complete MASS dataset2019.1070.4